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Author

Steven Michiels

Observed names: Michiels, Steven, S. Michiels
Institution: UCLouvain
ORCID: 0000-0002-8561-1067
Observed ORCID: 0000-0002-8561-1067
OpenAlex ID: A5037780802
Artificial intelligence and machine learning for medical imaging: A technology review
2021 · Ana Barragán-Montero, Umair Javaid, et al. · Physica Medica · 453
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Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance
2021 · Ana M. Barragán-Montero, Melissa Thomas, et al. · Physica Medica · 69
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Volumetric modulated arc therapy of head-and-neck cancer on a fast-rotating O-ring linac: Plan quality and delivery time comparison with a C-arm linac
2018 · Steven Michiels, Kenneth Poels, et al. · Radiotherapy and Oncology · 61
Validation and IMRT/VMAT delivery quality of a preconfigured fast‐rotating O‐ring linac system
2018 · Robin De Roover, Wouter Crijns, et al. · Medical Physics · 56
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Patient-specific bolus for range shifter air gap reduction in intensity-modulated proton therapy of head-and-neck cancer studied with Monte Carlo based plan optimization
2017 · Steven Michiels, Ana Maria Barragán, et al. · Radiotherapy and Oncology · 28
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Patient selection for proton therapy using Normal Tissue Complication Probability with deep learning dose prediction for oropharyngeal cancer
2023 · Margerie Huet‐Dastarac, Steven Michiels, et al. · Medical Physics · 25
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Towards 3D printed multifunctional immobilization for proton therapy: Initial materials characterization
2016 · Steven Michiels, Antoine D’Hollander, et al. · Medical Physics · 22
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Development and accuracy evaluation of a single-camera intra-bore surface scanning system for radiotherapy in an O-ring linac
2019 · Laurence Delombaerde, Saskia Petillion, et al. · Physics and Imaging in Radiation Oncology · 14
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Production of patient‐specific electron beam aperture cut‐outs using a low‐cost, multi‐purpose 3D printer
2018 · Steven Michiels, Bram Mangelschots, et al. · Journal of Applied Clinical Medical Physics · 11
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Machine learning for automated quality control in injection moulding manufacturing
2022 · Steven Michiels, Cédric De Schryver, et al. · 5
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PO-1623: 3D printed immobilization for head and neck cancer radiotherapy: A pilot study on patients
2020 · S. Michiels, K. Poels, et al. · Radiotherapy and Oncology · 1
Improvement of kilovoltage intrafraction monitoring accuracy through gantry angles selection
2020 · Loïc Vander Veken, David Dechambre, et al. · Biomedical Physics & Engineering Express · 1
Three-dimensional treatment planning and treatment protocol in embryonal rhabdomyosarcoma and orthognathic surgery: A case report
2019 · Sohaib Shujaat, Reinhilde Jacobs, et al. · Oral and Maxillofacial Surgery Cases · 1
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PO-0929 Focal boost dose escalated prostate SBRT on the Halcyon fast-rotating O-ring linac
2019 · R. De Roover, W. Crijns, et al. · Radiotherapy and Oncology · 1
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EP-2182: Use of 3D printing to generate patient-specific electron beam aperture blocks
2018 · S. Michiels, B. Mangelschots, et al. · Radiotherapy and Oncology · 1
EP-1516: Evaluating a versatile new-generation anthropomorphic phantom for SBRT and thoracic IMRT/VMAT
2016 · K. Poels, A. Nulens, et al. · Radiotherapy and Oncology · 1
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PO-1079 PARROT: An end-to-end open source workflow of AI-assisted treatment planning and decision support
2023 · M. Huet Dastarac, W. Zhao, et al. · Radiotherapy and Oncology
PD-0818 Dose prediction with deep learning: the effect of data quality and quantity in the model’s accuracy
2021 · A. Barragan, M. Thomas, et al. · Radiotherapy and Oncology
OC-0646 Automatic tool for head and neck patient referral based on dose prediction with deep learning
2021 · M. Huet Dastarac, A.M. Barragán-Montero, et al. · Radiotherapy and Oncology
PD-0881 Deep learning dose prediction as a tool to evaluate treatment complications based on NTCP models
2021 · C. Draguet, A. Barragan-Montero, et al. · Radiotherapy and Oncology
OC-0514: VMAT treatment planning for head-and-neck cancer with the novel fast-rotating linac halcyon
2018 · S. Michiels, K. Poels, et al. · Radiotherapy and Oncology
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EP-1590: Can bolus range shifting improve plan quality in the IMPT of head and neck cancer?
2017 · S. Michiels, A. Barragán, et al. · Radiotherapy and Oncology
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OC-0164: Integrate range shifting in immobilisation for proton therapy: 3D printed materials characterisation
2016 · S. Michiels, N. Lammens, et al. · Radiotherapy and Oncology
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Integrate range shifter in immobilization for proton therapy: 3D printed materials characterization
2016 · Steven Michiels, Antoine D’Hollander, et al. · Ghent University Academic Bibliography (Ghent University)
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Works count: 26
Citation count: 748
H-index: 9
I10-index: 9
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